{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "833769af",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>平台名称</th>\n",
       "      <th>粉丝增长速度(人/天)</th>\n",
       "      <th>互动率(%)</th>\n",
       "      <th>内容传播力(倍数)</th>\n",
       "      <th>用户粘性(回访率%)</th>\n",
       "      <th>内容发布量</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>微博</td>\n",
       "      <td>267.3</td>\n",
       "      <td>5.65</td>\n",
       "      <td>4.3</td>\n",
       "      <td>46.01</td>\n",
       "      <td>39.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>微博</td>\n",
       "      <td>298.5</td>\n",
       "      <td>9.34</td>\n",
       "      <td>1.8</td>\n",
       "      <td>44.23</td>\n",
       "      <td>92.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>微博</td>\n",
       "      <td>834.8</td>\n",
       "      <td>3.42</td>\n",
       "      <td>4.4</td>\n",
       "      <td>28.74</td>\n",
       "      <td>56.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>微博</td>\n",
       "      <td>794.0</td>\n",
       "      <td>1.71</td>\n",
       "      <td>4.7</td>\n",
       "      <td>49.96</td>\n",
       "      <td>38.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>微博</td>\n",
       "      <td>489.9</td>\n",
       "      <td>3.05</td>\n",
       "      <td>6.0</td>\n",
       "      <td>52.78</td>\n",
       "      <td>85.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>快手</td>\n",
       "      <td>687.1</td>\n",
       "      <td>7.41</td>\n",
       "      <td>3.0</td>\n",
       "      <td>47.53</td>\n",
       "      <td>37.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>69</th>\n",
       "      <td>快手</td>\n",
       "      <td>905.0</td>\n",
       "      <td>9.23</td>\n",
       "      <td>4.4</td>\n",
       "      <td>54.37</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>快手</td>\n",
       "      <td>366.5</td>\n",
       "      <td>2.54</td>\n",
       "      <td>4.9</td>\n",
       "      <td>28.94</td>\n",
       "      <td>12.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>71</th>\n",
       "      <td>快手</td>\n",
       "      <td>974.2</td>\n",
       "      <td>2.57</td>\n",
       "      <td>3.5</td>\n",
       "      <td>23.07</td>\n",
       "      <td>77.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>72</th>\n",
       "      <td>快手</td>\n",
       "      <td>974.2</td>\n",
       "      <td>2.57</td>\n",
       "      <td>3.5</td>\n",
       "      <td>23.07</td>\n",
       "      <td>77.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>73 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "   平台名称  粉丝增长速度(人/天)  互动率(%)  内容传播力(倍数)  用户粘性(回访率%)  内容发布量\n",
       "0    微博        267.3    5.65        4.3       46.01   39.0\n",
       "1    微博        298.5    9.34        1.8       44.23   92.0\n",
       "2    微博        834.8    3.42        4.4       28.74   56.0\n",
       "3    微博        794.0    1.71        4.7       49.96   38.0\n",
       "4    微博        489.9    3.05        6.0       52.78   85.0\n",
       "..  ...          ...     ...        ...         ...    ...\n",
       "68   快手        687.1    7.41        3.0       47.53   37.0\n",
       "69   快手        905.0    9.23        4.4       54.37    NaN\n",
       "70   快手        366.5    2.54        4.9       28.94   12.0\n",
       "71   快手        974.2    2.57        3.5       23.07   77.0\n",
       "72   快手        974.2    2.57        3.5       23.07   77.0\n",
       "\n",
       "[73 rows x 6 columns]"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "#从Excel文件中加载数据创建DataFrame\n",
    "df = pd.read_excel(\n",
    "    '社交媒体运营数据.xlsx',\n",
    "    sheet_name='平台表现',        #加载的工作表的名字\n",
    "    usecols=['平台名称','粉丝增长速度(人/天)','互动率(%)','内容传播力(倍数)','用户粘性(回访率%)','内容发布量'],\n",
    ")\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "id": "f5241e6a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     平台名称  粉丝增长速度(人/天)     互动率(%)  内容传播力(倍数)  用户粘性(回访率%)  内容发布量\n",
      "0      微博        267.3   5.650000        4.3       46.01   39.0\n",
      "1      微博        298.5   9.340000        1.8       44.23   92.0\n",
      "2      微博        834.8   3.420000        4.4       28.74   56.0\n",
      "3      微博        794.0   1.710000        4.7       49.96   38.0\n",
      "4      微博        489.9   3.050000        6.0       52.78   85.0\n",
      "5      微博        142.1   3.430000        3.3       57.42   99.0\n",
      "8      微博        231.2   1.360000        2.3       50.54   52.0\n",
      "9      微博        791.2   3.960000        3.1       44.15   80.0\n",
      "10     微博        305.0   8.720000        3.7       54.28   14.0\n",
      "11     微博        437.9   8.700000        3.1       53.49   41.0\n",
      "12     抖音        610.5  14.210000        1.6       25.25   17.0\n",
      "13     抖音        131.0   2.100000        4.2       38.65   52.0\n",
      "16     抖音        428.5  10.290000        2.4       23.93   83.0\n",
      "17     抖音       1134.3  13.870000        4.8       28.72   67.0\n",
      "18     抖音        205.9   8.100000        6.1       22.93   48.0\n",
      "21     抖音        252.4   5.240000        3.9       55.38   41.0\n",
      "22     抖音        183.3   3.110000        3.8       44.53   68.0\n",
      "23     抖音        938.8  10.570000        3.3       46.94   77.0\n",
      "24  微信公众号        343.0   6.000000        1.9       56.81   77.0\n",
      "26  微信公众号        757.3   8.580000        4.0       37.60   48.0\n",
      "27  微信公众号        194.6   6.210000        4.5       57.84   12.0\n",
      "28  微信公众号        735.0   1.120000        2.2       71.77   84.0\n",
      "29  微信公众号        346.1   6.760000        4.2       36.32   49.0\n",
      "31  微信公众号        816.4   7.740000        2.8       40.17   49.0\n",
      "33  微信公众号        721.8   1.540000        4.0       68.44   75.0\n",
      "34  微信公众号        534.4   1.970000        2.0       35.75   45.0\n",
      "36    小红书        555.8   1.030000        1.2       62.49   91.0\n",
      "37    小红书        309.4   4.700000        2.9       61.47   88.0\n",
      "38    小红书       1036.0   8.790000        4.7       40.56   12.0\n",
      "39    小红书        660.0   4.000000        4.8       34.09   14.0\n",
      "40    小红书       1129.0   9.060000        4.3       60.23   47.0\n",
      "41    小红书        260.1   3.340000        3.7       55.99   96.0\n",
      "42    小红书        377.6   8.310000        4.3       33.99   11.0\n",
      "43    小红书        584.5   4.720000        3.3       39.72  100.0\n",
      "44    小红书        408.0   3.110000        2.2       39.59   47.0\n",
      "45    小红书        631.6   7.990000        3.4       56.68   99.0\n",
      "46    小红书        672.2   6.850000        1.3       71.10   57.0\n",
      "47    小红书        394.9   1.770000        4.4       49.98   61.0\n",
      "48     B站        262.2  14.090000        3.4       52.33   89.0\n",
      "49     B站        685.0  10.880000        3.9       50.79   88.0\n",
      "50     B站        111.2  11.720000        2.9       27.24   15.0\n",
      "51     B站        628.0   3.300000        2.5       59.24   32.0\n",
      "52     B站        245.8   9.450000        3.2       51.57   69.0\n",
      "53     B站        520.6  14.400000        4.1       50.59   13.0\n",
      "54     B站        649.8  12.760000        4.5       56.76   17.0\n",
      "55     B站        517.3  30.035165        1.4       52.14   34.0\n",
      "57     B站        233.4  11.450000        3.3       54.67   34.0\n",
      "59     B站        869.4   3.540000        4.4       44.50   19.0\n",
      "60     快手        876.7   8.210000        2.0       39.72   38.0\n",
      "61     快手        644.0   4.480000        3.5       49.63   87.0\n",
      "62     快手        465.8   9.540000        4.8       48.35   47.0\n",
      "63     快手        607.8   5.800000        3.3       41.18   63.0\n",
      "64     快手        175.6   3.550000        2.4       41.42   67.0\n",
      "65     快手        996.8   3.760000        2.9       39.80   37.0\n",
      "66     快手        982.6   1.230000        2.1       41.00   67.0\n",
      "67     快手        341.6   8.720000        4.0       44.54   56.0\n",
      "68     快手        687.1   7.410000        3.0       47.53   37.0\n",
      "70     快手        366.5   2.540000        4.9       28.94   12.0\n",
      "71     快手        974.2   2.570000        3.5       23.07   77.0\n"
     ]
    }
   ],
   "source": [
    "#数据清洗\n",
    "import pandas as pd\n",
    "\n",
    "df = pd.read_excel(\n",
    "    '社交媒体运营数据.xlsx',\n",
    "    sheet_name='平台表现',\n",
    "    usecols=['平台名称','粉丝增长速度(人/天)','互动率(%)','内容传播力(倍数)','用户粘性(回访率%)','内容发布量'],\n",
    ")\n",
    "df\n",
    "\n",
    "#去除空值\n",
    "df.dropna(inplace=True)\n",
    "\n",
    "#去除重复值\n",
    "df.drop_duplicates(subset=['平台名称','粉丝增长速度(人/天)','互动率(%)','内容传播力(倍数)','用户粘性(回访率%)','内容发布量'],inplace=True)\n",
    "\n",
    "#去除异常值\n",
    "df=df[(df['粉丝增长速度(人/天)']>=0)&(df['互动率(%)']>=0)&\n",
    "      (df['内容传播力(倍数)']>=0)&(df['用户粘性(回访率%)']>=0)&\n",
    "      (df['内容发布量']>=0)&(df['内容发布量'].astype(int) == df['内容发布量'])]\n",
    "\n",
    "print(df.to_string())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "79f3edd1",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "       粉丝增长速度(人/天)      互动率(%)  内容传播力(倍数)  用户粘性(回访率%)  内容发布量\n",
      "平台名称                                                        \n",
      "B站        141681.0  121.625165       33.6      499.83  410.0\n",
      "小红书       210573.0   63.670000       40.5      605.89  723.0\n",
      "微信公众号     133458.0   39.920000       25.6      404.70  439.0\n",
      "微博        137757.0   49.340000       36.7      481.60  596.0\n",
      "快手        213561.0   57.810000       36.4      445.18  588.0\n",
      "抖音        116541.0   67.490000       30.1      286.33  453.0\n"
     ]
    }
   ],
   "source": [
    "# 统计各平台的不同维度指标总和\n",
    "summary=df.groupby('平台名称')[['粉丝增长速度(人/天)',\n",
    "                                '互动率(%)',\n",
    "                                '内容传播力(倍数)',\n",
    "                                '用户粘性(回访率%)',\n",
    "                                '内容发布量']].sum()\n",
    "\n",
    "# 把「粉丝增长速度」统一乘以 30\n",
    "summary['粉丝增长速度(人/天)']*=30\n",
    "\n",
    "print(summary)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "10151140",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#雷达图\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "plt.rcParams['font.sans-serif'].insert(0,'simHei')\n",
    "plt.rcParams['axes.unicode_minus']=False\n",
    "\n",
    "#1.准备数据\n",
    "labels=['粉丝增长速度(人/天)','互动率(%)','内容传播力(倍数)','用户粘性(回访率%)','内容发布量']\n",
    "n=len(labels)\n",
    "\n",
    "#6个平台原始数据\n",
    "raw_data1=np.array([141681,121.63,33.6,499.83,410])  # B站\n",
    "raw_data2=np.array([210573,63.67,40.5,605.89,723])  # 小红书\n",
    "raw_data3=np.array([133458,39.92,25.6,404.70,439])  # 微信公众号\n",
    "raw_data4=np.array([137757,49.34,36.7,481.60,596])  # 微博\n",
    "raw_data5=np.array([213561,57.81,36.4,445.18,588])  # 快手\n",
    "raw_data6=np.array([116541,67.49,30.1,286.33,453])  # 抖音\n",
    "\n",
    "#归一化函数（按列min-max到100–1000）\n",
    "def normalize(num):\n",
    "    mins=np.min(num,axis=0)\n",
    "    maxs=np.max(num,axis=0)\n",
    "    return 100+900*(num-mins)/(maxs-mins)\n",
    "\n",
    "#把6条原始数据拼成6×5矩阵统一归一化\n",
    "raw_stack=np.vstack([raw_data1,raw_data2,raw_data3,raw_data4,raw_data5,raw_data6])   #np.vstack()：垂直堆叠（增加行数）\n",
    "norm_stack=normalize(raw_stack)\n",
    "\n",
    "#将数据再一条条取出来\n",
    "data1=norm_stack[0].tolist()  #将名为norm_stack的数组的第一个元素转换为列表\n",
    "data2=norm_stack[1].tolist()\n",
    "data3=norm_stack[2].tolist()\n",
    "data4=norm_stack[3].tolist()\n",
    "data5=norm_stack[4].tolist()\n",
    "data6=norm_stack[5].tolist()\n",
    "\n",
    "#计算每个维度的角度（极坐标）\n",
    "angles=np.linspace(0,2*np.pi,n,endpoint=False).tolist()\n",
    "#闭合雷达图（首尾相连)\n",
    "data1+=[data1[0]]\n",
    "data2+=[data2[0]]\n",
    "data3+=[data3[0]]\n",
    "data4+=[data4[0]]\n",
    "data5+=[data5[0]]\n",
    "data6+=[data6[0]]\n",
    "angles+=[angles[0]]\n",
    "labels+=[labels[0]]\n",
    "\n",
    "#2.创建画布（极坐标）\n",
    "plt.figure(figsize=(8,8),dpi=100)\n",
    "ax=plt.subplot(111,polar=True)      #设置为极坐标\n",
    "\n",
    "#3.绘制雷达图\n",
    "ax.plot(angles,data1,'o-',linewidth=2,label='B站')\n",
    "ax.plot(angles,data2,'s-',linewidth=2,label='小红书')\n",
    "ax.plot(angles,data3,'^-',linewidth=2,label='微信公众号')\n",
    "ax.plot(angles,data4,'d-',linewidth=2,label='微博')\n",
    "ax.plot(angles,data5,'v-',linewidth=2,label='快手')\n",
    "ax.plot(angles,data6,'p-',linewidth=2,label='抖音')\n",
    "\n",
    "# 4.设置属性\n",
    "ax.set_thetagrids(np.degrees(angles),labels)       #设置角度标签\n",
    "ax.set_ylim(0,1000)      #设置数据范围\n",
    "ax.set_title('多维度对比各平台价值雷达图',fontsize=15,pad=20)  #pad控制标题距离\n",
    "ax.grid(True)#显示网格\n",
    "plt.legend(loc='upper right',bbox_to_anchor=(1.3,1.1))#图例位置\n",
    "\n",
    "# 5. 显示图表\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Project",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
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